Indonesian student in Japan want to back in Indonesia but have airplane transit in Hong Kong

I'm Indonesian student in Japan with Indonesia passport, will be back to Indonesia but my airplane ticket must be transit in Hong Kong, should I apply visa transit to Hong Kong? vice versa if I want back to Japan and transit in HongKong. Thank you